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capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

dtu10mw_sowfa

An ALMAdvanced implementation of the DTU 10MW turbine for SOWFA

egt

Master's Thesis Mathematics - Evolutionary Game Theory

emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

examples

floris

A controls-oriented engineering wake model. Documentation at

floris-dash

gaussian-processes-regression-tutorial

An Intuitive Tutorial to Gaussian Processes Regression

gpss2019

GPSS 2019, Sheffield University

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

h_kriging

matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co-Kriging)

hackerearth_shell.ai_hackathon

Optimization of turbine locations in a wind farm to maximize AEP. (Based on Jensen's wake model)

idlhc-code

Implementação em Python do algoritmo Iteractive Discrete Latin Hypercube (IDLHC)

incubator-age

Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.

jensen3d

Modified Jensen wake model to predict losses in 3D space

lessonpythoncode

LessonPythonCode

lhy_dl_hw

mistat-code-solutions

Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with Python"

ml-notes

notes about machine learning

momfbo-algorithm

A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.

multi-fidelity-dnns-pinns

multi-fidelity-neural-network-

multifidelity_paper_studies

Code to perform case studies for Jasa et al's 2022 Wind Energy Science paper on multifidelity optimization

nonconvex_admm_demos

This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit, logistic regression, etc.. It serves as a start point for those who want to understand ADMM and examine its performance for nonconvex nonsmooth optimization.

nrel5mw-turbinesfoam

Simulation of NREL 5MW reference turbine using turbinesFoam.

ntnu-hawt-turbinesfoam

Simulating the NTNU horizontal axis wind turbine(s) with the turbinesFoam actuator line model.

openfast-nrel-5mw

Example simulations using OpenFAST and the NREL 5MW land-based turbine

openfoam

计算流体力学的一些入门课程，之前因为一些原因没有更新，等合适的时间我会继续更新视频和资料

openfoam-windturbine

OpenFOAM case for a small wind turbine simulation.